Guanyu Chen
2 indexed papers
Recent (6 mo)
2With code
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0Publications per year
226
Top categories
AI×2Audio and Speech Processing×1Sound×1
Frequent co-authors
Research Timeline
2026
Quantifying and Optimizing Simplicity via Polynomial Representations
The paper introduces polynomial representations as a quantitative, distribution-aware metric for measuring model simplicity, demonstrating that the effective degree of this representation is a superior predictor of generalization compared to existing proxies.
A Unified and Reproducible Experimentation Framework for Speech Understanding
The paper introduces SURE, a unified framework designed to standardize and improve the comparability and reproducibility of evaluations for advanced speech understanding models.
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Papers
eess.AScs.AIcs.SDRecentMay 29, 2026
A Unified and Reproducible Experimentation Framework for Speech Understanding
Jing Peng, Junhao Du, Chenghao Wang, Hanqi Li +20 more
The paper introduces SURE, a unified framework designed to standardize and improve the comparability and reproducibility of evaluations for advanced speech understanding models.
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cs.AIRecentMay 28, 2026